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Books and Theses
- 2008
[b1]Byron Leite Dantas Bezerra:
Soluções em personalização de conteúdo baseadas em classificadores simbólicos modais. Federal University of Pernambuco, Recife, Brazil, 2008
Journal Articles
- 2024
- [j13]Arthur Flor de Sousa Neto
, Byron Leite Dantas Bezerra, Gabriel Calazans Duarte de Moura, Alejandro Héctor Toselli:
Data Augmentation for Offline Handwritten Text Recognition: A Systematic Literature Review. SN Comput. Sci. 5(2): 258 (2024) - 2022
- [j12]Arthur Flor de Sousa Neto, Byron Leite Dantas Bezerra, Alejandro Héctor Toselli, Estanislau Baptista Lima:
A robust handwritten recognition system for learning on different data restriction scenarios. Pattern Recognit. Lett. 159: 232-238 (2022) - 2021
- [j11]Luiz Felipe Vieira Verçosa, Rodrigo C. Lira, Rodrigo P. Monteiro, Kleber D. M. Silva, Jailson O. L. Magalhães, Alexandre M. A. Maciel, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho:
Analysis of Distinct Feature Groups in the Credit Scoring Problem. J. Inf. Data Manag. 12(1) (2021) - 2020
- [j10]Arthur Flor de Sousa Neto, Byron Leite Dantas Bezerra, Estanislau Baptista Lima, Alejandro Héctor Toselli:
HDSR-Flor: A Robust End-to-End System to Solve the Handwritten Digit String Recognition Problem in Real Complex Scenarios. IEEE Access 8: 208543-208553 (2020) - [j9]Ricardo Batista das Neves Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin, Alejandro H. Toselli:
HU-PageScan: a fully convolutional neural network for document page crop. IET Image Process. 14(15): 3890-3898 (2020) - [j8]Rafaela Covello de Freitas, Janderson Ferreira, Sidney M. L. de Lima, Bruno José Torres Fernandes, Byron L. D. Bezerra, Wellington P. dos Santos:
Gauss-Seidel Extreme Learning Machines. SN Comput. Sci. 1(4): 220 (2020) - 2019
- [j7]Rafaela Covello de Freitas, Rodrigo Alves, Abel G. da Silva Filho, Ricardo Emmanuel de Souza, Byron L. D. Bezerra, Wellington P. dos Santos:
Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware. Comput. Electr. Eng. 73: 167-179 (2019) - [j6]Victor Kleber Santos Leite Melo, Byron Leite Dantas Bezerra, Donato Impedovo, Giuseppe Pirlo, Antonio Lundgren:
Deep learning approach to generate offline handwritten signatures based on online samples. IET Biom. 8(3): 215-220 (2019) - 2017
- [j5]Pablo V. A. Barros, Nestor T. Maciel-Junior, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes:
A dynamic gesture recognition and prediction system using the convexity approach. Comput. Vis. Image Underst. 155: 139-149 (2017) - 2015
- [j4]Diego G. S. Santos, Bruno J. T. Fernandes, Byron L. D. Bezerra:
HAGR-D: A Novel Approach for Gesture Recognition with Depth Maps. Sensors 15(11): 28646-28664 (2015) - 2014
- [j3]Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra:
A Dynamic Gesture Recognition System based on CIPBR Algorithm. Polibits 50: 13-19 (2014) - 2011
- [j2]Byron Leite Dantas Bezerra, Francisco de Assis Tenório de Carvalho:
Symbolic data analysis tools for recommendation systems. Knowl. Inf. Syst. 26(3): 385-418 (2011) - 2004
- [j1]Byron L. D. Bezerra, Francisco de A. T. de Carvalho:
A symbolic approach for content-based information filtering. Inf. Process. Lett. 92(1): 45-52 (2004)
Conference and Workshop Papers
- 2024
- [c50]Ricardo Batista das Neves Junior, Byron Leite Dantas Bezerra, Cleber Zanchettin:
DocLightDetect: A New Algorithm for Occlusion Classification in Identification Documents. DAS 2024: 196-210 - [c49]João Macedo, Byron L. D. Bezerra, Cleber Zanchettin:
How Does Changing the Optical Character Recognition System Impact the Layout-Aware Named Entity Recognition Models? DAS 2024: 244-257 - [c48]Arthur Flor de Sousa Neto, Byron L. D. Bezerra, Sávio S. Araújo, Wiliane M. A. S. Souza, Kléberson F. Alves, Macileide F. Oliveira, Samara V. S. Lins, Hugo J. F. Hazin, Pedro H. V. Rocha, Alejandro H. Toselli:
BRESSAY: A Brazilian Portuguese Dataset for Offline Handwritten Text Recognition. ICDAR (2) 2024: 315-333 - [c47]Arthur Flor de Sousa Neto, Byron L. D. Bezerra, Sávio S. Araújo, Wiliane M. A. S. Souza, Kléberson F. Alves, Macileide F. Oliveira, Samara V. S. Lins, Hugo J. F. Hazin, Pedro H. V. Rocha, Alejandro H. Toselli:
ICDAR 2024 Competition on Handwritten Text Recognition in Brazilian Essays - BRESSAY. ICDAR (6) 2024: 345-362 - 2023
- [c46]Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra:
A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic. LA-CCI 2023: 1-6 - [c45]Vinícus Oliveira Barros, Celso A. M. Lopes Junior, Byron Leite Dantas Bezerra:
Interpretability of an Automatic Handwritten Signature Verification Model. LA-CCI 2023: 1-6 - [c44]Ricardo Batista das Neves Junior, Silas Nascimento, Byron Leite Dantas Bezerra:
A Robust Approach to Detect Occlusions During Camera-Based Document Scanning. LA-CCI 2023: 1-6 - [c43]Antonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho:
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. LA-CCI 2023: 1-6 - [c42]João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin:
Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents. LA-CCI 2023: 1-6 - [c41]Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra:
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. LA-CCI 2023: 1-6 - [c40]Jander R. S. Vieira, Maria G. L. Silva, Sergio C. Oliveira, Byron L. D. Bezerra, Eduardo Fontana:
A Bayesian Risk Classification System Based on Two-Stage Clustering For Flashover Occurrence In High Voltage Insulator String. LA-CCI 2023: 1-6 - 2022
- [c39]Dayvid Castro, Byron Leite Dantas Bezerra, Cleber Zanchettin:
An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages. CVPR Workshops 2022: 264-273 - 2021
- [c38]Aline Geovanna Soares, Byron Leite Dantas Bezerra, Estanislau Baptista Lima:
How Far Deep Learning Systems for Text Detection and Recognition in Natural Scenes are Affected by Occlusion? ICDAR Workshops (1) 2021: 198-212 - [c37]Celso A. M. Lopes Junior, Murilo C. Stodolni, Byron L. D. Bezerra, Donato Impedovo:
A Handwritten Signature Segmentation Approach for Multi-resolution and Complex Documents Acquired by Multiple Sources. ICDAR (3) 2021: 322-336 - [c36]Celso A. M. Lopes Junior, Ricardo Batista das Neves Junior, Byron L. D. Bezerra, Alejandro H. Toselli, Donato Impedovo:
ICDAR 2021 Competition on Components Segmentation Task of Document Photos. ICDAR (4) 2021: 678-692 - [c35]Luiz Felipe Vieira Verçosa, Renato Cirne, Carmelo José Albanez Bastos Filho, Byron Leite Dantas Bezerra:
Identifying Process Graphs Properties with Network Science Metrics. LA-CCI 2021: 1-6 - 2020
- [c34]Arthur Flor de Sousa Neto, Byron Leite Dantas Bezerra, Alejandro Héctor Toselli, Estanislau Baptista Lima:
HTR-Flor++: A Handwritten Text Recognition System Based on a Pipeline of Optical and Language Models. DocEng 2020: 17:1-17:4 - [c33]Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. IJCNN 2020: 1-7 - [c32]Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin:
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. IJCNN 2020: 1-6 - [c31]Arthur Flor de Sousa Neto, Byron Leite Dantas Bezerra, Alejandro Héctor Toselli, Estanislau Baptista Lima:
HTR-Flor: A Deep Learning System for Offline Handwritten Text Recognition. SIBGRAPI 2020: 54-61 - 2019
- [c30]Antonio Lundgren, Dayvid Castro, Estanislau Lima, Byron L. D. Bezerra:
OctShuffleMLT: A Compact Octave Based Neural Network for End-to-End Multilingual Text Detection and Recognition. CBDAR@ICDAR 2019: 37-42 - [c29]Paloma G. S. Silva, Celso A. M. Lopes Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin:
Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network. ICDAR 2019: 1417-1423 - [c28]Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David Macêdo, Byron L. D. Bezerra:
Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation. IJCNN 2019: 1-8 - [c27]Angel Ayala, Estanislau Lima, Bruno J. T. Fernandes, Byron L. D. Bezerra, Francisco Cruz:
Lightweight and efficient octave convolutional neural network for fire recognition. LA-CCI 2019: 1-6 - [c26]Leandro H. de S. Silva, George O. de A. Azevedo, Bruno J. T. Fernandes, Byron L. D. Bezerra, Estanislau B. Lima, Sergio C. Oliveira:
Automatic Optical Inspection for Defective PCB Detection Using Transfer Learning. LA-CCI 2019: 1-6 - 2018
- [c25]Dayvid Castro, Byron L. D. Bezerra, Mêuser Valença:
Boosting the Deep Multidimensional Long-Short-Term Memory Network for Handwritten Recognition Systems. ICFHR 2018: 127-132 - [c24]Victor Kleber Santos Leite Melo, Byron Leite Dantas Bezerra:
A Fully Convolutional Network for Signature Segmentation from Document Images. ICFHR 2018: 540-545 - 2017
- [c23]Igor S. Farias, Bruno J. T. Fernandes, Edison Q. Albuquerque, Byron Leite Dantas Bezerra:
Tracking and counting of vehicles for flow analysis from urban traffic videos. LA-CCI 2017: 1-6 - [c22]Danilo S. Barbosa, Byron L. D. Bezerra, Alexandre M. A. Maciel:
Development and Integration of Natural Brazilian Portuguese Synthetic Voices to Framework FIVE. TSD 2017: 491-499 - 2016
- [c21]Luciano R. S. Leal, Byron L. D. Bezerra:
Smartphone camera document detection via Geodesic Object Proposals. LA-CCI 2016: 1-6 - 2015
- [c20]Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra:
FSSGR: Feature Selection System to Dynamic Gesture Recognition. ICIAP Workshops 2015: 234-241 - [c19]Diógenes R. F. Oliveira, Byron L. D. Bezerra, Elyda L. S. X. Freitas, Alexandre M. A. Maciel:
Adoption of Software Product Line Development to an Environment of Voice User Interface. SEKE 2015: 705-708 - 2014
- [c18]Andre R. S. Lopes, Ricardo B. C. Prudêncio, Byron L. D. Bezerra:
A collaborative filtering framework based on local and global similarities with similarity tie-breaking criteria. IJCNN 2014: 2887-2893 - [c17]Felipe Mendonca Gouveia, Byron Leite Dantas Bezerra, Cleber Zanchettin, Joao Raul Jardim Meneses:
Handwriting recognition system for mobile accessibility to the visually impaired people. SMC 2014: 3918-3923 - 2013
- [c16]Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes:
An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. ICANN 2013: 412-419 - [c15]Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes:
Convexity local contour sequences for gesture recognition. SAC 2013: 34-39 - 2012
- [c14]Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade:
A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition. ICANN (2) 2012: 246-254 - [c13]Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo:
A KNN-SVM hybrid model for cursive handwriting recognition. IJCNN 2012: 1-8 - [c12]Eduardo Jose Marcelino Vicente dos Santos, Byron Leite Dantas Bezerra, Jefferson Silva de Amorim, Arthur Inacio do Nascimento:
A recommender system architecture for an inter-application environment. ISDA 2012: 472-477 - [c11]Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade:
A Hybrid RNN Model for Cursive Offline Handwriting Recognition. SBRN 2012: 113-118 - 2011
- [c10]Juliano C. B. Rabelo, Cleber Zanchettin, Carlos A. B. Mello, Byron L. D. Bezerra:
A Multi-Layer Perceptron approach to threshold documents with complex background. SMC 2011: 2523-2530 - 2009
- [c9]Carlos A. B. Mello, Byron L. D. Bezerra, Afonso Ferreira, Juliano C. B. Rabelo:
A Filtering Algorithm for Highly Noisy Images of Brazilian ATM Bank Checks. SMC 2009: 148-152 - 2008
- [c8]Renata F. P. Neves, Carlos A. B. Mello, Mara S. Silva, Byron L. D. Bezerra:
A new algorithm to threshold the courtesy amount of Brazilian bank checks. SMC 2008: 1226-1230 - 2007
- [c7]Carlos A. B. Mello, Byron L. D. Bezerra, Cleber Zanchettin, V. Macário:
An Efficient Thresholding Algorithm for Brazilian Bank Checks. ICDAR 2007: 193-197 - 2006
- [c6]George D. C. Cavalcanti, Eduardo F. A. Silva, Cleber Zanchettin, Byron L. D. Bezerra, Rodrigo C. Doria, Juliano C. B. Rabelo:
A Heuristic Binarization Algorithm for Documents with Complex Background. ICIP 2006: 389-392 - [c5]Cleber Zanchettin, George D. C. Cavalcanti, Rodrigo C. Doria, Eduardo F. A. Silva, Juliano C. B. Rabelo, Byron L. D. Bezerra:
A neural architecture to identify courtesy amount delimiters. IJCNN 2006: 3210-3217 - [c4]Byron L. D. Bezerra, Francisco de A. T. de Carvalho, Valmir Macário Filho:
C^2: : A Collaborative Recommendation System Based on Modal Symbolic User Profile. Web Intelligence 2006: 673-679 - 2004
- [c3]Byron L. D. Bezerra, Francisco de A. T. de Carvalho:
A Symbolic Hybrid Approach to Face the New User Problem in Recommender Systems. Australian Conference on Artificial Intelligence 2004: 1011-1016 - [c2]Byron L. D. Bezerra, Francisco de A. T. de Carvalho, Gustavo Alves:
Collaborative Filtering Based on Modal Symbolic User Profiles: Knowing You in the First Meeting. IBERAMIA 2004: 235-245 - 2002
- [c1]Byron L. D. Bezerra, Francisco de A. T. de Carvalho, Geber L. Ramalho, Jean-Daniel Zucker:
Speeding up Recommender Systems with Meta-prototypes. SBIA 2002: 227-236
Informal and Other Publications
- 2021
- [i3]Celso A. M. Lopes Junior, Ricardo Batista das Neves Junior, Byron L. D. Bezerra, Alejandro H. Toselli, Donato Impedovo:
ICDAR 2021 Competition on Components Segmentation Task of Document Photos. CoRR abs/2106.08499 (2021) - 2020
- [i2]Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macêdo, Byron Leite Dantas Bezerra, Cleber Zanchettin:
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. CoRR abs/2004.01317 (2020) - [i1]Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. CoRR abs/2005.14229 (2020)
Coauthor Index
Francisco de A. T. de Carvalho
aka: Francisco de Assis Tenório de Carvalho
aka: Francisco de Assis Tenório de Carvalho
Bruno J. T. Fernandes
aka: Bruno José Torres Fernandes
aka: Bruno José Torres Fernandes
Alejandro H. Toselli
aka: Alejandro Héctor Toselli
aka: Alejandro Héctor Toselli
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